{"id":"W1971987081","doi":"10.1097/01.asw.0000363515.09394.66","title":"When and How to Perform a Biopsy on a Chronic Wound","year":2010,"lang":"en","type":"article","venue":"Advances in Skin & Wound Care","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Biopsy; Competence (human resources); Wound care; Continuing education; Chronic wound; Needle biopsy; Intensive care medicine; Wound healing; Surgery; Dermatology; Pathology; Medical education","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001611174,0.0005993425,0.0004499189,0.0006774169,0.001077679,0.001007678,0.0005771044,0.002726436,0.02769831],"category_scores_gemma":[0.008087007,0.000295791,0.0004309236,0.0001533792,0.0005200913,0.002525632,0.0006347195,0.001954361,0.01184755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002330983,"about_ca_system_score_gemma":0.00127075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001179181,"about_ca_topic_score_gemma":0.00340734,"domain_scores_codex":[0.9996293,0.0001089101,0.00004086643,0.00003313314,0.0001090346,0.00007878397],"domain_scores_gemma":[0.9982477,0.0005105945,0.000183411,0.00005128967,0.0003884582,0.0006185517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003216686,0.001944307,0.04462044,0.001664668,0.00003005244,0.008510025,0.002644067,0.0006113292,0.01944584,0.001147444,0.2214877,0.6975726],"study_design_scores_gemma":[0.0003073318,0.005256551,0.1514788,0.009800565,0.0001579649,0.09813301,0.03126679,0.003783564,0.02314026,0.01194908,0.6641974,0.0005285959],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.2444216,0.02297686,0.129531,0.2160111,0.02354791,0.005097816,0.001443387,0.004425026,0.3525453],"genre_scores_gemma":[0.3708766,0.05398082,0.4181938,0.03593369,0.01044236,0.001921884,0.00114207,0.0005725406,0.1069362],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02769831,"threshold_uncertainty_score":0.09266007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007296894566742895,"score_gpt":0.2829269689209735,"score_spread":0.2756300743542306,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}